DocumentCode :
174201
Title :
Characterization of of urban traffic by using mobile phone traces
Author :
Felde, Imre ; Nadai, Laszlo ; Mezei, Miklos ; Bognar, Gabor
Author_Institution :
John von Neumann Fac. of Inf., Obuda Univ., Budapest, Hungary
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
3360
Lastpage :
3363
Abstract :
The current trend of urbanization involving changes within the activities in a city has created several problems. Addressing these problems requires reliable and detailed information regarding urban structure and related dynamics. This study uses mobile phone Call Detail Records (CDR) data collected from cellular towers in Györ, Hungary. First, our method began with the pre-processing of the telecom data. Then, experiments were carried out to understand the city dynamics through GIS visualization and statistical analysis. The visualizations provided a quantitative explanation of how the movement of cellular activity is useful in highlighting the flow of people in an urban infrastructure. This approach could complement and augment the efforts of traditional urban data collection methodologies, which are usually not readily available to urban planners and policy makers.
Keywords :
cellular radio; data visualisation; geographic information systems; mobile computing; statistical analysis; traffic engineering computing; GIS visualization; Györ; Hungary; cellular activity; cellular towers; city dynamics; mobile phone call detail records; statistical analysis; telecom data preprocessing; urban infrastructure; urban structure; urbanization; Cities and towns; Data visualization; Databases; Fluctuations; Mobile handsets; Sociology; Statistics; cell phone; cellular network; urban mobility;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974446
Filename :
6974446
Link To Document :
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